الدليل الشامل لـ تطوير الوكلاء

Behind every production agent is a stack: a framework to orchestrate reasoning and tool calls, memory so it remembers context, observability to see what it did, and infrastructure to serve it reliably. This is the builder's toolkit. Below you'll find agent frameworks and SDKs, development and deployment platforms, memory and vector stores, the Model Context Protocol (MCP) ecosystem, model-serving and MLOps, and the observability tools that make agents debuggable in the real world.